Triple
T987268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heriot-Watt University |
E21306
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Mathematical and Computer Sciences
The School of Mathematical and Computer Sciences is an academic unit of Heriot-Watt University specializing in teaching and research in mathematics, statistics, actuarial science, and computer science.
|
E116641
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: School of Mathematical and Computer Sciences | Statement: [Heriot-Watt University, hasFaculty, School of Mathematical and Computer Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Mathematical and Computer Sciences Context triple: [Heriot-Watt University, hasFaculty, School of Mathematical and Computer Sciences]
-
A.
School of Computer Science and Mathematics
The School of Computer Science and Mathematics at Marist College is an academic division focused on education and research in computing, information technology, and mathematical sciences.
-
B.
School of Mathematics and Statistics
The School of Mathematics and Statistics is an academic faculty of Wuhan University specializing in education and research in mathematical sciences and statistical theory and applications.
-
C.
School of Mathematics and Statistics
The School of Mathematics and Statistics is an academic faculty at Central China Normal University specializing in education and research in mathematical sciences and statistical analysis.
-
D.
School of Mathematics and Statistics
The School of Mathematics and Statistics is an academic department at the University of St Andrews specializing in teaching and research in pure and applied mathematics and statistical science.
-
E.
School of Computer Science
The School of Computer Science at Carnegie Mellon University is a world-renowned academic and research institution recognized for pioneering contributions to computer science, artificial intelligence, and robotics.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: School of Mathematical and Computer Sciences Triple: [Heriot-Watt University, hasFaculty, School of Mathematical and Computer Sciences]
Generated description
The School of Mathematical and Computer Sciences is an academic unit of Heriot-Watt University specializing in teaching and research in mathematics, statistics, actuarial science, and computer science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Mathematical and Computer Sciences Target entity description: The School of Mathematical and Computer Sciences is an academic unit of Heriot-Watt University specializing in teaching and research in mathematics, statistics, actuarial science, and computer science.
-
A.
School of Computer Science and Mathematics
The School of Computer Science and Mathematics at Marist College is an academic division focused on education and research in computing, information technology, and mathematical sciences.
-
B.
School of Mathematics and Statistics
The School of Mathematics and Statistics is an academic faculty of Wuhan University specializing in education and research in mathematical sciences and statistical theory and applications.
-
C.
School of Mathematics and Statistics
The School of Mathematics and Statistics is an academic faculty at Central China Normal University specializing in education and research in mathematical sciences and statistical analysis.
-
D.
School of Mathematics and Statistics
The School of Mathematics and Statistics is an academic department at the University of St Andrews specializing in teaching and research in pure and applied mathematics and statistical science.
-
E.
School of Computer Science
The School of Computer Science at Carnegie Mellon University is a world-renowned academic and research institution recognized for pioneering contributions to computer science, artificial intelligence, and robotics.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a493c383dc8190a03257f22d4b4183 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4a7754c8190a10ba0587bd8323d |
completed | March 1, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1ce5c0d48190ab023cec30b2c25a |
completed | March 7, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_69ac20a7f47c8190b765cde3c6fbe1f8 |
completed | March 7, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac21640a8c8190820a1b34a7d5c895 |
completed | March 7, 2026, 1 p.m. |
Created at: March 1, 2026, 7:41 p.m.